1. Index Calculation Primer Roger J. Bos, CFA Senior Index Analyst Standard & Poor’s roger_bos@standardandpoors.com http://www.spglobal.com/IndexCalculations.ppt July 17, 2000

2. 2 What is an index? An index is a single descriptive statistic that summarizes the relative change in an underlying group of variables. In an equity index, such as the S&P 500, the underlying variables are stocks. The main differences among indexes is the types of securities held and the weighting scheme.

3. 3 Index Groupings There are many types of indexes, each trying to measure different groups of stocks: Broad based Narrow Small CapEconomic Sector Mid CapIndustry Large Cap Value Growth Geographic region Or any combination of the above.

4. 4 Index Groupings These groupings are usually based on simple financial ratios. Size (small, mid, or large) is based on market cap, which is price times shares outstanding. Style (value or growth) is often based on book to price ratio, which is the company’s common equity divided by its share price.

5. 5 Index Weightings Index constituents can be either equal weighted, price weighted, or cap weighted. Lets say we wanted to form a new index comprised of the five largest cap stocks in the S&P 500 as of May 31, 2000. SalesSharesPrice CISCO SYSTEMS INC12,154.007000.93956.938 EXXON MOBIL CORP160,883.003481.02183.312 GENERAL ELECTRIC CO110,832.009882.33852.688 INTEL CORP29,389.003348.987124.688 MICROSOFT CORP19,747.005242.04262.562

6. 6 Equal Weighted Equal weighting would consist of giving each stock equal representation in the index. In this example that’s a weight of 20%. To design such an index, we would designate some amount of fictional money (say $10,000) to be invested in each stock. Then divide that amount by the stock price to get how many shares to buy. Lets call this number Index Shares. PriceIndex SharesDollar Holdings CISCO SYSTEMS INC56.938175.62910,000 EXXON MOBIL CORP83.312120.03110,000 GENERAL ELECTRIC CO52.688189.79710,000 INTEL CORP124.68880.20010,000 MICROSOFT CORP62.562159.84110,000

7. 7 Price Weighted Price weighting would consist of buying an equal number of shares of each stock in the index. The higher the price, the more weight the stock has in the index. For example, Intel has twice the weight of Microsoft, even though Microsoft’s market cap is larger then Intel’s. The Dow Jones Industrial Average is price weighted because in 1890 (before computers) the easiest thing to do was to add up 12 prices and divide by 12. PriceIndex SharesDollar Holdings CISCO SYSTEMS INC56.93810,000 569,380 EXXON MOBIL CORP83.31210,000 833,120 GENERAL ELECTRIC CO52.68810,000 526,880 INTEL CORP124.68810,0001,246,880 MICROSOFT CORP62.56210,000 625,6200

8. 8 Cap Weighted Cap weighting is weighting by market capitalization, which is shares times price. In this case index shares (how much one needs to hold to match an index) are the same as shares outstanding (the number of shares a company has issued). The S&P 500 Index is Cap weighted. Index SharesPriceMarket Cap CISCO SYSTEMS INC7000.93956.938 398,619.44 EXXON MOBIL CORP3481.02183.312 290,010.81 GENERAL ELECTRIC CO9882.33852.688 520,680.63 INTEL CORP3348.987124.688 417,578.44 MICROSOFT CORP5242.04262.562 327,952.63

9. 9 Index Shares It was mentioned in the previous slide that Index Shares are the same as the company’s shares outstanding. That is the case when a company first goes into an S&P index, but after that it may vary by up to 5% If a company changes its shares outstanding and the new number varies by more than 5% from the Index Shares, S&P will change the Index Shares immediately to reflect the change. If a company changes its shares outstanding and the new number varies by less than 5% from the Index Shares, S&P will not change the Index Shares until its next quarterly rebalancing. Whenever S&P changes the Index Shares of a company, hundreds of money managers have to effect equivalent changes, incurring transaction costs. Therefore S&P tries to limit the frequency of rebalancings.

10. 10 Comparison of Returns Price t=0Price t=1Price t=2Price t=3 Return CISCO SYSTEMS INC56.938606162 8.89% EXXON MOBIL CORP83.312828180 -3.98% GENERAL ELECTRIC CO52.688556065 23.37% INTEL CORP124.688120110100 -19.80% MICROSOFT CORP62.562607060 -4.10% 0.88% Equal Weighted Index50000.0050033.6251834.6150438.77 0.88% Price Weighted Index3801880.003770000.003820000.003670000.00 -3.47% Cap Weighted Index1954841.941965429.522037291.682004313.00 2.53% We see that how you weight the index makes a big difference in the returns. Price weighting gives most of the weight to Intel, so the index value goes down. Cap weighting gives most of the weight to GE, so the index value goes up. Equal weighting gives the same result as the average of the individual stock’s returns.

11. 11 The Divisor The index values are hard to compare because they all start at different numbers, not to mention being rather large. We can re-base these indexes by introducing what is called a divisor. This allows us to start the index at any value we like, lets say 100. The initial divisor is the time zero price of the index divided by the base level of the index (Cap example: 1,954,841.94 / 100 = 19,548.42.) Price t=0Price t=1Price t=2Price t=3 Returns Equal Weighted Index50000.0050033.6251834.6150438.77 0.88% Price Weighted Index3801880.003770000.003820000.003670000.00 -3.47% Cap Weighted Index1954841.941965429.522037291.682004313.00 2.53% Divisor Equal Weighted Index100.00100.07103.67100.88 500.00 Price Weighted Index100.0099.16100.4896.53 38,018.80 Cap Weighted Index100.00100.54104.22102.53 19,548.42

12. 12 Index Value Calculation The formal formula to calculate a cap weighted index value, such as the S&P 500 index value, is: Index Value = 1/divisor * SUM ( Price(i) * Index Shares(i) ) where i goes from 1 to 500--representing each stock in the S&P 500. Market Value of the index is: SUM ( Price(i) * Index Shares(i) ) So we have this fundamental relationship: Index Value = Market Value / Divisor

13. 13 Handling Share Changes Let’s say that at time t=2 Exxon Mobil doubles its number of shares outstanding to pay for a big acquisition. This has no effect on the equal and price weighted indexes because the index shares used for these indexes do not change, but the index shares for the cap weighted index is the number of shares the company has outstanding, so the cap weighted index shares also doubles. We will have to adjust the divisor to negate the effect of this. Equal ShPrice ShCap Sh t =2 CISCO SYSTEMS INC175.630100007000.94 7000.94 EXXON MOBIL CORP120.031100003481.02 6962.04 GENERAL ELECTRIC CO189.797100009882.34 9882.34 INTEL CORP 80.200100003348.99 3348.99 MICROSOFT CORP159.841100005242.04 5242.04

14. 14 New Divisor Dealing only with the cap weighted index, before the change in shares we had the following: Price t=0Price t=1Price t=2Price t=3 Cap Weighted Index1954841.941965429.522037291.682004313.00 Cap Weighted Index100.00100.54104.22102.53 After the change in shares, but before we adjust the divisor, we have: Price t=0Price t=1Price t=2Price t=3 Cap Weighted Index1954841.941965429.522319254.372282794.67 Cap Weighted Index100.00100.54118.64116.78 After we change the divisor, we get more reasonable numbers (why did the return still go down?): Price t=0Price t=1Price t=2Price t=3 Cap Weighted Index1954841.941965429.522319254.372282794.67 Cap Weighted Index100.00100.54103.60101.97 How do we calculate the new divisor?

15. 15 Answers Why did the return still go down? Since we changed the divisor, shouldn’t the Index Value be the same as if the Index Shares had not changed? No, the divisor makes the Index Value based on the old Index Shares and old divisor equal to the Index Value based on the new Index Shares and new divisor (In our example, at time=1). At time=2, Exxon Mobil now has twice as much weight in the index as at time=1, so the fact that its hypothetical return was negative will drag the index down. The shares of Exxon Mobil changes at time=2, so at time=1, define MV(old) as the market value of the index using the Index Shares numbers for time = 2. We want the Index Value to be the same under both scenarios. We know the old divisor, so we can solve for the new divisor. MV(old)/Divisor(old) = Index Value(old) = MV(new)/Divisor(new), which yields: Divisor(new) = MV(new) / Index Value(old)

16. 16 Stock Splits How does the index handle stock splits? First, what is a stock split? Research has been done showing that many people like to buy stocks in the $20 to $60 or so price range, as opposed to say $200 stocks. A company with a stock price of $200 may want to issue a 4-for-1 stock split. This will result in a four-fold increase in the number of shares outstanding, but since the market value of the company has not changed, financial theory has it that the stock price should fall proportionately (by three-fourths to $50). S&P adjusts the company’s Index Shares and price for all splits. The divisor would not need to change, however, since the split had no effect on the market cap of the company.

17. 17 Dividends Though currently not a hot topic, stocks can issue three kinds of dividends: Cash dividends, stock dividends, and special dividends. Cash and stock dividends both are funded from retained earnings. This means that these dividends have no effect on the market capitalization of the company, thus the divisor does not change. Special dividends require a change in the divisor because the money does not come out out retained earnings and thus does change the market capitalization of the company.

18. 18 Descriptive Calculations Now that we know how to set up and maintain the index, let’s do something more fun, like calculate some descriptive statistics. A good place to start is with the price-to-earnings ratio. Before we saw that Market Value = SUM ( Price(i) * Index Shares(i) ) Likewise, Earnings = SUM ( EPS(i) * Index Shares(i) ) Earlier we saw that Index Value = Market Value / Divisor, where Market Value is the sum of the entire market value of all the stocks in the index and Index Value can be interpreted as the “per share” equivalent. In other words, just as the divisor allows us to re-base the index at any level we want, it also allows us to say what “one share” of the index is worth. Thus, we use the divisor to find EPS as follows: EPS(index) = 1/Divisor * SUM( Earnings(i) ), or equivalently EPS(index) = 1/Divisor * SUM( EPS(i) * Index Shares(i) )

19. 19 How to Calculate P/E? PriceIndex SharesEPSP/E RATIOMKVALEARNINGS CISCO SYSTEMS INC56.9387000.9390.53107.43398619.4383710.49722 EXXON MOBIL CORP83.3123481.0213.7322.04290010.8112984.20635 GENERAL ELECTRIC CO52.6889882.3381.2542.15520680.6312352.92251 INTEL CORP124.6883348.9873.0740.61417578.4410281.38776 MICROSOFT CORP62.5625242.0421.7037.02327952.6258911.470221 Given the above data, what is the P/E Ratio for the index? A) 49.85 = 1/5 * (107.43 + 22.04 + 42.15 + 40.61 + 37.02) B) 51.29 = ( MKVAL(i) * PERATIO(i) ) / SUM ( MKVAL(i) ) C) 40.42 = SUM ( MKVAL(i) ) / SUM ( Earnings(i) )

20. 20 Don’t Average Ratios Answer A is a straight equal weight of the 5 individual ratios, but we are leery of this answer because we know the index is cap weighted. Besides the Cisco P/E of 107 seems to throw the whole number off. Answer B seems to get us closer because this is clearly a market weight calculation, but the Cisco P/E still seems to skew up the average since it is over 20% of the index. Answer C is very appealing because by summing the numerator and denominator separately, then averaging we completely avoid the problem of outliers. (This method also deftly handles negative P/E ratios.) In this example, “C” stands for Correct! Bonus Questions: Is this P/E equal weighted or market weighted?

21. 21 Implicit Market Weighting Upon first glance Answer C does not appear to be market weighted because the weights do not show up in the calculation (as they do in Answer B). Maybe it will be easier to see if we instead write the P/E formula as: MKVAL(index) / Earnings(index) instead of SUM ( MKVAL(i) ) / SUM ( Earnings(i) ), though they are equal! This is equivalent to the formula in Answer C because we simply multiply each constituent in the denominator and numerator by its associated Index Shares figure. This highlights the fact that to arrive at earnings, we need to know Index Shares; and these Index Shares are different for each company. Indeed, it’s the Index Shares that market weight the calculation. It just turns out that the easiest method (using each company’s total earnings) is the correct one. If we wanted to equally weight the P/E ratio we would need to use the “equal shares” we calculated at the beginning of the presentation and find the new “equal weighted earnings total”. (This would actually be much harder to do.)

22. 22 Other Calculations Sales Per Share is another example: Sales Per Share(index) = 1/divisor * SUM( Sales(i) ) In fact, almost any data item can be put into this generic formula: X Per Share(index) = 1/divisor * SUM( X(i) ) where X is a non-per share item. If X is a per share item: X Per Share(index) = 1/divisor * SUM( X(i) * Index Shares(i) )

23. 23 Contribution Analysis We saw earlier that on a cap weighted basis the index returned 2.53% from time=0 to time=3. What is the contribution of each stock? If we use the beginning time period weights for each stock multiplied by its return, we get the last column, which shows the weighted return of each stock. The sum of the last column gets us back to 2.53% So we see that GE was the largest contributor of return by adding 6.22% and Intel was the largest drag on index performance, subtracting 4.23%. ReturnMKVAL Weight Contribution CISCO SYSTEMS INC 8.89%398619.438 0.2039139 1.81% EXXON MOBIL CORP -3.98%290010.813 0.1483551-0.59% GENERAL ELECTRIC CO23.37%520680.625 0.2663543 6.22% INTEL CORP-19.80%417578.438 0.2136124-4.23% MICROSOFT CORP -4.10%327952.625 0.1677643 -0.69% 2.53%

24. 24 Conclusion This presentation has covered just about all the math one would need to know to start and maintain an index. We also showed the effects of different weighting schemes on index returns. Finally, we showed how to calculate descriptive statistics for an index as well as analyze which stocks provided the most returns to the index.